PinnedAashish NairinTowards Data SciencePredicting the Functionality of Water Pumps with XGBoostAn end-to-end machine learning project inspired by the Data Mining the Water Table Competition·10 min read·Jun 1, 2023--2--2
PinnedAashish NairinTowards Data ScienceHow I Built a Custom GPT-Based Chatbot in Under 10 Minutes with LlamaIndexOverview and Implementation with Python·6 min read·Apr 12, 2023--5--5
PinnedAashish NairinTowards Data ScienceIdentifying Drivers of Spotify Song Popularity With Causal MLWhat makes a song “tick”?·10 min read·Feb 1, 2023--2--2
Aashish NairinTowards Data ScienceBuilding a QA Research Chatbot with Amazon Bedrock and LangChainOverview and Implementation with Python·9 min read·Mar 16, 2024----
Aashish NairData Validation in Python — For BeginnersSimple tips for ensuring data quality and integrity with Python·5 min read·Feb 28, 2024--1--1
Aashish NairinDataDrivenInvestorBuilding a Fake Job Post Detecting API with BERT and FastAPIAn end-to-end text classification project, from EDA to- model deployment·9 min read·Dec 19, 2023----
Aashish NairinDataDrivenInvestor4 LangChain Tools to Configure for Better LLM ResponsesHow to better harness retrieval augmented generation in Python·7 min read·Nov 27, 2023----
Aashish NairinDataDrivenInvestorHow to Build an Awesome User Interface for Your Chatbot in 10 Minutes with StreamlitOverview and implementation with Python·4 min read·Nov 5, 2023--1--1
Aashish NairinTowards Data ScienceHow to Build a Local Chatbot with Llama2 and LangChainOverview and Implementation with Python·6 min read·Oct 12, 2023--3--3
Aashish NairinTowards Data SciencePrompt Engineering 101: Zero, One, and Few-Shot PromptingAn introduction to a basic prompt engineering strategy·5 min read·Sep 19, 2023----